Deciphering Insomnia: Benchmarking Automated Sleep Staging Algorithms for Complex Sleep Disorders
ABSTRACT Polysomnography (PSG) is essential for diagnosing sleep disorders, but its manual interpretation is labor‐intensive. Automated sleep staging algorithms are promising, yet their utility in complex sleep disorders such as insomnia remains uncertain. This study evaluates five of the most recognised sleep staging classifiers—U‐Sleep, STAGES, GSSC,
Umaer Hanif+6 more
wiley +1 more source
Does COVID-19 Infection Continue to Affect Self-Reported and Objective Sleep? A Longitudinal Study of Good Sleepers. [PDF]
Wu J+7 more
europepmc +1 more source
NREM Sleep Oscillations Are Associated With Anxiety and Negative Affect in Young Adults
ABSTRACT Non‐rapid eye movement sleep (NREM) oscillations are critical for cognitive and affective processing. While several studies link anxiety and depression symptoms to sleep quality, a critical gap remains in elucidating the role of NREM physiology in sleep‐dependent processing of affect and anxiety symptoms. The goals of the present study were to
Hazal Arpaci+5 more
wiley +1 more source
The effect and safety of sleep interventions on suicidal thoughts and behavior - A systematic review and meta-analyses. [PDF]
von Spreckelsen P+9 more
europepmc +1 more source
Sleep and False Memory Production: The Modulating Role of Immediate Testing and Type of Retrieval
ABSTRACT Data on the effect of sleep on false memories are mixed. Here we address two methodological issues which could explain these inconsistencies: the use of free recall vs. recognition tasks and the absence of immediate testing. In a mixed design, 8 word lists from the Deese‐Roediger‐McDermott task were administered to a Recall (n = 20) and a ...
Francesca Conte+5 more
wiley +1 more source
Sleep in Juvenile Idiopathic Arthritis: An Exploratory Investigation of Heart Rate Variability. [PDF]
Lopes MC+3 more
europepmc +1 more source
ABSTRACT Children with Down syndrome (DS) have a dampened heart rate (HR) response at obstructive respiratory event termination compared with typically developing children. Whether improving obstructive sleep apnoea (OSA) severity improves the HR response to both obstructive and central events remains unknown.
Lisa M. Walter+5 more
wiley +1 more source
Factors Affecting Sleep and Wakefulness in People with Epilepsy: A Narrative Review. [PDF]
Burkojus D+5 more
europepmc +1 more source
ABSTRACT Automated sleep staging on wearable data could improve our understanding and management of epilepsy. This study evaluated sleep scoring by a deep learning model on 223 night‐sleep recordings from 50 patients measured in the hospital with an electroencephalogram (EEG) and a wearable device.
Jaiver Macea+4 more
wiley +1 more source
Sleep macro-architecture, nocturnal hypoxemia, and Alzheimer's disease-related MRI patterns among diverse older adults. [PDF]
Liu DX+5 more
europepmc +1 more source